Out-of-distribution detection on CIFAR100
83AUROCImproved CD
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Improved CDCategory=EBM2023.12 | 83 | 3.25 | |
| Projection RegretCategory=Diffusion model2023.12 | 78 | 1.5 | |
| CLELCategory=EBM2023.12 | 71 | 2 | |
| PixelCNN++Category=Autoregressive2023.12 | 63 | 4.25 | |
| VAEBMCategory=VAE + EBM2023.12 | 62 | 4.33 | |
| NVAECategory=VAE2023.12 | 56 | 6.33 | |
| GLOWCategory=Flow-based2023.12 | 55 | 7.25 | |
| IGEBMCategory=EBM2023.12 | 50 | 5.25 |